Soak them in small bundles in your kitchen sink with a small amount of dish soap, rinse and don't wring them out, instead squeeze the water out gently.
Spread them out on a clean sheet or towel and let them air dry, or where the sun will not sun bleach them out and press them out later. If they're a little damp, you can iron/press the wrinkles.